50 citations
- Polish Academy of SciencesPL6 papers
- Sorbonne UniversitéFR6 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- LIP6FR3 papers
- Systems Research InstitutePL3 papers
- Centre de Recherche en Mathématiques de la DécisionFR2 papers
- École Polytechnique Fédérale de LausanneCH2 papers
- Polish Academy of LearningPL2 papers
- Stanford UniversityUS2 papers
- CERMICSFR1 paper
- École nationale des ponts et chausséesFR1 paper
- École Normale Supérieure - PSLFR1 paper
Showing 2020Show all
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cs.CL2020★ 2 cited
QUACKIE: A NLP Classification Task With Ground Truth Explanations
Yves Rychener, Xavier Renard, Djamé Seddah +2
NLP Interpretability aims to increase trust in model predictions. This makes evaluating interpretability approaches a pressing issue. There are multiple datasets for evaluating NLP…
q-fin.CP2020★ 4 cited
Multilevel Monte-Carlo for computing the SCR with the standard formula and other stress tests
Aurélien Alfonsi, Adel Cherchali, Jose Arturo Infante Acevedo
This paper studies the multilevel Monte-Carlo estimator for the expectation of a maximum of conditional expectations. This problem arises naturally when considering many stress tes…